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SciAgent-toolkit MCP Server

tony-zhelonkin/SciAgent-toolkit

Score: 48.3 Rank #2996 Agent Framework
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A convenience installation and configuration framework that integrates AI assistants (Claude Code, Gemini CLI, Codex CLI) and orchestrates specialised scientific research tools via MCP (Model Context Protocol) infrastructure

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Overview

tony-zhelonkin/SciAgent-toolkit is a Shell MCP server. A convenience installation and configuration framework that integrates AI assistants (Claude Code, Gemini CLI, Codex CLI) and orchestrates specialised scientific research tools via MCP (Model Context Protocol) infrastructure

Ranked #2996 out of 25022 indexed tools.

Ecosystem

Shell NOASSERTION

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 6mo ago

Last commit 6mo ago → stale

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License NOASSERTION

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Freshness high impact

Last commit was 199 days ago — a recent commit would boost your freshness score

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

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AgentRank score for tony-zhelonkin/SciAgent-toolkit
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Matched Queries

"model context protocol""model-context-protocol""agent tool"

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